数据挖掘课程可以帮助您学习数据预处理、模式识别和预测建模技术。您可以掌握 Cluster、Classification 和 Anomaly Detection 等技能,从而支持从大型数据集中提取有意义的见解。许多课程都会介绍 Python、R 和 SQL 等工具,以及 RapidMiner 和 Weka 等软件,帮助您在实际数据分析项目中应用这些技能。

您将获得的技能: Data Visualization Software, Data Wrangling, Data Manipulation, Google Cloud Platform, Data Import/Export, Data Transformation, Data Cleansing, Data Analysis, Sampling (Statistics), Course Development
初级 · 项目 · 不超过 2 小时

您将获得的技能: Database Management, Data Migration, Apache Cassandra, Docker (Software), Databases, Operational Databases, Database Application, Application Deployment, Data Import/Export
初级 · 项目 · 不超过 2 小时

您将获得的技能: Operational Databases, NoSQL, Real Time Data, Scalability, Database Design, Application Deployment, Data Infrastructure, Big Data, Data Manipulation, Performance Tuning, Data Modeling, Distributed Computing, Data Storage Technologies
初级 · 课程 · 1-4 周

您将获得的技能: Google Gemini, Marketing Strategies, Customer Analysis, Big Data, Forecasting, Customer Insights, Predictive Analytics, Analytics, Target Audience, Data Analysis, Marketing Analytics, Artificial Intelligence, Google Cloud Platform, Generative AI
初级 · 课程 · 1-4 周

您将获得的技能: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Graph Theory, Development Environment, Distributed Computing, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Google Gemini, Google Cloud Platform, Generative AI, Marketing Analytics, Customer Insights, Analytics, Business Intelligence, AI Enablement, Predictive Analytics, Query Languages
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 机器学习, 道德标准与行为, 数据伦理, 数据分析, 公共行政, 数据驱动的决策制定, 政治科学, 模型评估, 政策分析, 案例研究, 分析, 数据展示, R 语言程序设计(中文版), 负责任的人工智能
中级 · 课程 · 1-4 周

您将获得的技能: Microsoft Power Platform, Business Process Automation, Microsoft 365, Invoicing, No-Code Development, Application Design, Document Management, Data Integration
初级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Epidemiology, Data-Driven Decision-Making, Public Health, Public Health and Disease Prevention, Health Care, Infectious Diseases, Data Collection, Data Analysis, Data Quality, Decision Support Systems, Data Management, Health Technology
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Transformation, Dataflow, Data Pipelines, Extract, Transform, Load, Data Warehousing, Data Integration, Data Processing, Google Cloud Platform, Data Lakes, Apache Spark, Data Quality, Apache Hadoop, Serverless Computing
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Lakes, Data Warehousing, Data Architecture, Data Management, Metadata Management, Data Integration, Advanced Analytics, Data Security, Google Cloud Platform, Big Data, Analytics, Cloud Storage, Applied Machine Learning, Open Source Technology
中级 · 课程 · 1-3 个月

您将获得的技能: Dashboard, Kibana, Google Cloud Platform, Cloud Computing, Data Import/Export, Financial Data, Mainframe Computing, Dataflow, Big Data, Exploratory Data Analysis, SQL, Data Analysis
初级 · 项目 · 不超过 2 小时